Operating Playbooks

Migration & Replatform Playbook Security Hardening Playbook LLM Adoption Playbook Performance Excellence Playbook Demand Capture Playbook LLMOps Playbook

Operating Playbooks

Playbooks turn models into execution. They define phases, deliverables, risks, controls, KPIs, and acceptance criteria.

Playbooks

Demand Capture — Information architecture + topical authority + content operations.
Migration & Replatform — Zero-loss change with verification and rollback readiness.
Performance Excellence — Budgets, measurement, and regression prevention.
Security Hardening — Controls-first security improvements with evidence.
LLM Adoption — Safe rollout framework: policy, gates, monitoring, cost.
LLMOps — Versioning, eval harness, canary/A-B, monitoring, rollback.

Articles

Qwen 3.6 in Production: Release Runbook, AI Rollback, and LLMOps Versioning

Qwen 3.6 is not just another model upgrade. It is a release event, a rollback scenario, and a versioning problem at the same time. This article explains how Qwen 3.6 should be handled in production through LLMOps discipline, prompt and model traceability, controlled rollout, and evidence-based rollback readiness.

March 1, 2026

Comprehensive Guide to Evaluation Harness: Mastering LLM Performance Evaluation

This guide provides a detailed walkthrough of Evaluation Harness, an essential framework for rigorously assessing large language model (LLM) capabilities in enterprise LLMOps pipelines. Learn setup, best practices, and advanced techniques to ensure reliable model benchmarking and optimization.

February 19, 2026

New Qwen 3.5-Plus: Open-source AI is getting serious now

Discover the groundbreaking features and benefits of Alibaba's Qwen 3.5-Plus, a revolutionary open-source AI for developers.

January 31, 2026

Canonical Architecture, URL Design, Resolver Logic, API & Scalability Specification

Geo-based discovery architecture for multi-tenant portals. Defines canonical URLs, resolver logic, caching strategy, and a geo read-model without CMS coupling or database refactoring. Designed for SEO stability, scalability, and future extensions like booking and maps.

January 30, 2026

Enterprise-Grade Multi-Tenant Architecture for an International Platform

Loving Rocks is an enterprise-grade wedding platform designed with a true multi-tenant architecture, isolated databases per tenant, and built-in internationalization for global scalability, security, and long-term operational stability.

May 29, 2024

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January 26, 2024

Mastering the SEO Workflow: Essential Optimization Strategies for Organic Growth

A structured SEO workflow is crucial for sustainable organic growth. Learn the ten foundational strategies, from keyword research and technical optimization to content quality and performance analysis.

April 12, 2023

Search Engine Optimization: The reliable workflow for Top-Rankings

Detailed analysis of search engine optimization (SEO), its technical foundations, the role of web crawlers, and the strategic steps to achieve organic top rankings.

April 12, 2023

Front- and Backend Development

Front-end and back-end development is an essential part of web development and involves the creation of web applications and websites. Front-end development focuses on the user interface, while back-end development is responsible for programming and managing the server side.